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Author

Bo-Wen Wang

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2 papers indexed here

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Conference Aug 2026

AdaCal-GNN: Adaptive Confidence Calibration for Graph Neural Networks

Graph Neural Networks (GNNs) often produce poorly calibrated predictions, where the predicted probabilities do not accurately reflect the true likelihood of correctness. Recent studies indicate that miscalibration in GNNs exhibits a heterogeneous pattern: while neighborhood aggregation induces an overall underconfidenc...

Ji-Wei Li, Hao Yang, Li-Zhen Wu et al. · 0 citations
Aug 2026

Adaptive Neural Network Boundary Security Consensus Control of Nonlinear Delayed Multiagent PDE Systems Under Hybrid Attacks.

A composite adaptive neural network boundary security consensus controller is proposed, which consists of a boundary security consensus control component that guarantees the achievement of security consensus control in the mean square under hybrid attacks and an adaptive component that approximates the unknown boundary...

Bo-Wen Wang, Zi-Peng Wang, Junfei Qiao et al. · 0 citations

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